Matrix Calculus

Related lectures (29)

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Covers calculations and algorithms for determining the determinant of a matrix, including permuting rows and multiplying by coefficients.

Covers matrices, linear applications, vector spaces, and bijective functions.

Covers matrix multiplication, properties, and the identity matrix in algebraic operations.

Explains the construction of U, verification of results, and interpretation of SVD in matrix decomposition.

Explores the properties of invertible matrices, including unique solutions and linear independence.

Covers the diagonalization of linear transformations in R^3, exploring properties and examples.

Covers linear equations, vectors, and matrices, exploring their fundamental concepts and applications.

Covers the basic operations on matrices, including addition, scalar multiplication, and matrix multiplication.

Explains row-echelon and reduced row-echelon matrices and their role in simplifying system resolution.

Covers matrix calculus, including determinants, matrix inversion, and solutions to systems of linear equations.